755 lines
24 KiB
JSON
755 lines
24 KiB
JSON
{
|
|
"communityAttemptedAt": "2026-09-19T21:40:18.789173+00:00",
|
|
"communityError": null,
|
|
"communitySample": {},
|
|
"communityUpdatedAt": "2026-09-19T21:40:18.789173+00:00",
|
|
"frameworkAttemptedAt": "2026-09-19T16:57:00.094728+00:00",
|
|
"frameworkError": null,
|
|
"frameworkStats": {
|
|
"text-generation": {
|
|
"Ascend_910-b3": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 39680,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 19193,
|
|
"successRate": 0.4836945564516129,
|
|
"wilsonLowerBound": 0.4787792709478902
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 52987,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14816,
|
|
"successRate": 0.27961575480778306,
|
|
"wilsonLowerBound": 0.2758103327278731
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 2753,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 782,
|
|
"successRate": 0.2840537595350527,
|
|
"wilsonLowerBound": 0.267517858082399
|
|
}
|
|
},
|
|
"Ascend_910-b4": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 32979,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 14584,
|
|
"successRate": 0.44222080718032686,
|
|
"wilsonLowerBound": 0.4368675574806479
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 37516,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10661,
|
|
"successRate": 0.2841720865763941,
|
|
"wilsonLowerBound": 0.2796303945037936
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 8863,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3811,
|
|
"successRate": 0.42998984542479973,
|
|
"wilsonLowerBound": 0.4197152754642753
|
|
}
|
|
},
|
|
"Biren_166m": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 63946,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12085,
|
|
"successRate": 0.1889875832733869,
|
|
"wilsonLowerBound": 0.18597185159120364
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 17873,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3579,
|
|
"successRate": 0.20024618139092487,
|
|
"wilsonLowerBound": 0.19444385225854224
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 6078,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 61,
|
|
"successRate": 0.010036196117143797,
|
|
"wilsonLowerBound": 0.007821493248097717
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 26157,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3223,
|
|
"successRate": 0.12321749436097412,
|
|
"wilsonLowerBound": 0.11928942022491816
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 16468,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1674,
|
|
"successRate": 0.10165168812241923,
|
|
"wilsonLowerBound": 0.09712873155638158
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 11255,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4735,
|
|
"successRate": 0.42070191026210574,
|
|
"wilsonLowerBound": 0.41160992109971617
|
|
}
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 24164,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3788,
|
|
"successRate": 0.1567621254759146,
|
|
"wilsonLowerBound": 0.15223248521681057
|
|
},
|
|
"vllm-customized": {
|
|
"framework": "vllm-customized",
|
|
"modelCount": 8066,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 544,
|
|
"successRate": 0.0674435903793702,
|
|
"wilsonLowerBound": 0.0621738174048722
|
|
},
|
|
"vllm-mlu": {
|
|
"framework": "vllm-mlu",
|
|
"modelCount": 43098,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 10806,
|
|
"successRate": 0.25073089238479745,
|
|
"wilsonLowerBound": 0.24666109266673353
|
|
}
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 23282,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3059,
|
|
"successRate": 0.13138905592303066,
|
|
"wilsonLowerBound": 0.12711031484186042
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 86642,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 9764,
|
|
"successRate": 0.11269361279748852,
|
|
"wilsonLowerBound": 0.11060514965061183
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 40541,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 4971,
|
|
"successRate": 0.12261661034508275,
|
|
"wilsonLowerBound": 0.11945947056123453
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 31992,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3417,
|
|
"successRate": 0.106807951987997,
|
|
"wilsonLowerBound": 0.10347041729843114
|
|
}
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 88629,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 21070,
|
|
"successRate": 0.2377325706033014,
|
|
"wilsonLowerBound": 0.2349413430908641
|
|
},
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 5181,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 566,
|
|
"successRate": 0.10924531943640224,
|
|
"wilsonLowerBound": 0.10103871178963275
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 112547,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16510,
|
|
"successRate": 0.14669426994944335,
|
|
"wilsonLowerBound": 0.1446392932437984
|
|
},
|
|
"vllm_0_17_0_corex_4_4_0": {
|
|
"framework": "vllm_0_17_0_corex_4_4_0",
|
|
"modelCount": 17440,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3456,
|
|
"successRate": 0.1981651376146789,
|
|
"wilsonLowerBound": 0.1923157411675186
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 42850,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5574,
|
|
"successRate": 0.13008168028004669,
|
|
"wilsonLowerBound": 0.1269296755781395
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 6733,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 555,
|
|
"successRate": 0.08242982325857716,
|
|
"wilsonLowerBound": 0.07609627867751127
|
|
}
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"transformers": {
|
|
"framework": "transformers",
|
|
"modelCount": 200,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 36,
|
|
"successRate": 0.18,
|
|
"wilsonLowerBound": 0.1329455066253411
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 31197,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 5609,
|
|
"successRate": 0.1797929288072571,
|
|
"wilsonLowerBound": 0.17557107925014906
|
|
}
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 60889,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 12391,
|
|
"successRate": 0.20350145346450096,
|
|
"wilsonLowerBound": 0.20032231965167654
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 7994,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2319,
|
|
"successRate": 0.2900925694270703,
|
|
"wilsonLowerBound": 0.28024710343656134
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 12941,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3340,
|
|
"successRate": 0.25809442856038944,
|
|
"wilsonLowerBound": 0.2506276124741752
|
|
}
|
|
},
|
|
"MetaX_c-500": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 61040,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 16732,
|
|
"successRate": 0.27411533420707734,
|
|
"wilsonLowerBound": 0.2705908872031442
|
|
}
|
|
},
|
|
"Mthreads_s4000": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 46607,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 20409,
|
|
"successRate": 0.43789559508228376,
|
|
"wilsonLowerBound": 0.43339662776602217
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 36575,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3470,
|
|
"successRate": 0.09487354750512646,
|
|
"wilsonLowerBound": 0.0919127038523324
|
|
},
|
|
"vllm_tokenizer_patch": {
|
|
"framework": "vllm_tokenizer_patch",
|
|
"modelCount": 535,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 0,
|
|
"successRate": 0.0,
|
|
"wilsonLowerBound": 0.0
|
|
}
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"sglang": {
|
|
"framework": "sglang",
|
|
"modelCount": 6278,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 192,
|
|
"successRate": 0.030582988212806625,
|
|
"wilsonLowerBound": 0.026602368317046696
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 10026,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 739,
|
|
"successRate": 0.07370835826850189,
|
|
"wilsonLowerBound": 0.06875525826123706
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 5955,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 2525,
|
|
"successRate": 0.42401343408900083,
|
|
"wilsonLowerBound": 0.4115144236485661
|
|
}
|
|
},
|
|
"Vastai_va16": {
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 7376,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 235,
|
|
"successRate": 0.03186008676789588,
|
|
"wilsonLowerBound": 0.02808932214804452
|
|
},
|
|
"vllm_fix_tokenizer": {
|
|
"framework": "vllm_fix_tokenizer",
|
|
"modelCount": 11685,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 3836,
|
|
"successRate": 0.3282841249465126,
|
|
"wilsonLowerBound": 0.3198272664249393
|
|
}
|
|
},
|
|
"hygon_k100-ai": {
|
|
"llamacpp": {
|
|
"framework": "llamacpp",
|
|
"modelCount": 26485,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 13438,
|
|
"successRate": 0.5073815367188975,
|
|
"wilsonLowerBound": 0.5013597623186946
|
|
},
|
|
"vllm": {
|
|
"framework": "vllm",
|
|
"modelCount": 62428,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 6281,
|
|
"successRate": 0.10061190491446145,
|
|
"wilsonLowerBound": 0.09827668247931033
|
|
},
|
|
"vllm-patch-tokenizer": {
|
|
"framework": "vllm-patch-tokenizer",
|
|
"modelCount": 12490,
|
|
"officialConfigError": null,
|
|
"officialConfigValid": true,
|
|
"successCount": 1801,
|
|
"successRate": 0.14419535628502803,
|
|
"wilsonLowerBound": 0.1381439247920521
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"frameworkUpdatedAt": null,
|
|
"generatedAt": "2026-09-19T21:43:54.479966+00:00",
|
|
"gpuStats": {
|
|
"Ascend_910-b3": {
|
|
"available": true,
|
|
"backlogHours": 1186.2203389830509,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b3",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.5752730349696098,
|
|
"queueFactor": 0.9838953050130574,
|
|
"queueWeight": 0.9838953050130574,
|
|
"recentSuccess": 39,
|
|
"recentSuccessRate": 0.3305084745762712,
|
|
"recentTerminal": 118,
|
|
"recentWilsonLowerBound": 0.2521555893386995,
|
|
"running": 8,
|
|
"selectionWeight": 1.549903743220269,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 19.666666666666668,
|
|
"waiting": 23329
|
|
},
|
|
"Ascend_910-b4": {
|
|
"available": true,
|
|
"backlogHours": 1381.190082644628,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Ascend_910-b4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 2.158478355475876,
|
|
"queueFactor": 0.9616912739402599,
|
|
"queueWeight": 0.9616912739402599,
|
|
"recentSuccess": 45,
|
|
"recentSuccessRate": 0.371900826446281,
|
|
"recentTerminal": 121,
|
|
"recentWilsonLowerBound": 0.29096899703222084,
|
|
"running": 8,
|
|
"selectionWeight": 2.0757897994500722,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 20.166666666666668,
|
|
"waiting": 27854
|
|
},
|
|
"Biren_166m": {
|
|
"available": true,
|
|
"backlogHours": 159.7704918032787,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Biren_166m",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 0.3464092097383147,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 32,
|
|
"recentSuccessRate": 0.17486338797814208,
|
|
"recentTerminal": 183,
|
|
"recentWilsonLowerBound": 0.12667294509291396,
|
|
"running": 8,
|
|
"selectionWeight": 0.4503319726598091,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 30.5,
|
|
"waiting": 4873
|
|
},
|
|
"Cambricon_mlu-370-x4": {
|
|
"available": true,
|
|
"backlogHours": 1430.4193548387095,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x4",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.4286417629609852,
|
|
"queueFactor": 0.9566524463924065,
|
|
"queueWeight": 0.9566524463924065,
|
|
"recentSuccess": 14,
|
|
"recentSuccessRate": 0.22580645161290322,
|
|
"recentTerminal": 62,
|
|
"recentWilsonLowerBound": 0.13955057139297952,
|
|
"running": 7,
|
|
"selectionWeight": 0.41006119116258055,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 10.333333333333334,
|
|
"waiting": 14781
|
|
},
|
|
"Cambricon_mlu-370-x8": {
|
|
"available": true,
|
|
"backlogHours": 430.76190476190476,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Cambricon_mlu-370-x8",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 7,
|
|
"qualityFactor": 0.7419947190151337,
|
|
"queueFactor": 1.1453496826286174,
|
|
"queueWeight": 1.1453496826286174,
|
|
"recentSuccess": 31,
|
|
"recentSuccessRate": 0.24603174603174602,
|
|
"recentTerminal": 126,
|
|
"recentWilsonLowerBound": 0.17908230637931405,
|
|
"running": 7,
|
|
"selectionWeight": 0.8498434159360935,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 21.0,
|
|
"waiting": 9046
|
|
},
|
|
"Iluvatar_bi-100": {
|
|
"available": true,
|
|
"backlogHours": 45.34925373134328,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 24,
|
|
"qualityFactor": 0.05,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 12,
|
|
"recentSuccessRate": 0.03582089552238806,
|
|
"recentTerminal": 335,
|
|
"recentWilsonLowerBound": 0.020607537240580873,
|
|
"running": 24,
|
|
"selectionWeight": 0.065,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 55.833333333333336,
|
|
"waiting": 2532
|
|
},
|
|
"Iluvatar_bi-150": {
|
|
"available": true,
|
|
"backlogHours": 95.13183279742765,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_bi-150",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 50,
|
|
"qualityFactor": 0.1646233201174199,
|
|
"queueFactor": 1.3,
|
|
"queueWeight": 1.3,
|
|
"recentSuccess": 38,
|
|
"recentSuccessRate": 0.12218649517684887,
|
|
"recentTerminal": 311,
|
|
"recentWilsonLowerBound": 0.09032773226841916,
|
|
"running": 7,
|
|
"selectionWeight": 0.21401031615264587,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 51.833333333333336,
|
|
"waiting": 4931
|
|
},
|
|
"Iluvatar_mrv-100": {
|
|
"available": true,
|
|
"backlogHours": 2597.837837837838,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Iluvatar_mrv-100",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 2.0896588652328307,
|
|
"queueFactor": 0.8747458432481136,
|
|
"queueWeight": 0.8747458432481136,
|
|
"recentSuccess": 16,
|
|
"recentSuccessRate": 0.43243243243243246,
|
|
"recentTerminal": 37,
|
|
"recentWilsonLowerBound": 0.2867148684035131,
|
|
"running": 2,
|
|
"selectionWeight": 1.8279204061689887,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 6.166666666666667,
|
|
"waiting": 16020
|
|
},
|
|
"Kunlunxin_p-800": {
|
|
"available": true,
|
|
"backlogHours": 612.8653846153846,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Kunlunxin_p-800",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 8,
|
|
"qualityFactor": 1.0550794738359042,
|
|
"queueFactor": 1.0863479001688474,
|
|
"queueWeight": 1.0863479001688474,
|
|
"recentSuccess": 30,
|
|
"recentSuccessRate": 0.28846153846153844,
|
|
"recentTerminal": 104,
|
|
"recentWilsonLowerBound": 0.21015782725460305,
|
|
"running": 8,
|
|
"selectionWeight": 1.1461833709128868,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 17.333333333333332,
|
|
"waiting": 10623
|
|
},
|
|
"MetaX_c-500": {
|
|
"available": true,
|
|
"backlogHours": 794.8571428571429,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "MetaX_c-500",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 0.8444527795275479,
|
|
"queueFactor": 1.044793184547122,
|
|
"queueWeight": 1.044793184547122,
|
|
"recentSuccess": 23,
|
|
"recentSuccessRate": 0.27380952380952384,
|
|
"recentTerminal": 84,
|
|
"recentWilsonLowerBound": 0.18992693848374492,
|
|
"running": 4,
|
|
"selectionWeight": 0.8822785087222554,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 14.0,
|
|
"waiting": 11128
|
|
},
|
|
"Mthreads_s4000": {
|
|
"available": true,
|
|
"backlogHours": 1858.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Mthreads_s4000",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 4,
|
|
"qualityFactor": 2.5,
|
|
"queueFactor": 0.9198496271925007,
|
|
"queueWeight": 0.9198496271925007,
|
|
"recentSuccess": 29,
|
|
"recentSuccessRate": 0.42028985507246375,
|
|
"recentTerminal": 69,
|
|
"recentWilsonLowerBound": 0.31105932258618046,
|
|
"running": 4,
|
|
"selectionWeight": 2.299624067981252,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 11.5,
|
|
"waiting": 21367
|
|
},
|
|
"Sunrise_pt-200-x1": {
|
|
"available": true,
|
|
"backlogHours": 11901.75,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Sunrise_pt-200-x1",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 2,
|
|
"qualityFactor": 1.1117151474311278,
|
|
"queueFactor": 0.7,
|
|
"queueWeight": 0.7,
|
|
"recentSuccess": 4,
|
|
"recentSuccessRate": 0.5,
|
|
"recentTerminal": 8,
|
|
"recentWilsonLowerBound": 0.2152125268244419,
|
|
"running": 2,
|
|
"selectionWeight": 0.7782006032017894,
|
|
"stale": false,
|
|
"submissionEligible": false,
|
|
"throughputPerHour": 1.3333333333333333,
|
|
"waiting": 15869
|
|
},
|
|
"Vastai_va16": {
|
|
"available": true,
|
|
"backlogHours": 2460.0,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "Vastai_va16",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 16,
|
|
"qualityFactor": 0.13844083504595078,
|
|
"queueFactor": 0.8819286010567053,
|
|
"queueWeight": 0.8819286010567053,
|
|
"recentSuccess": 6,
|
|
"recentSuccessRate": 0.17647058823529413,
|
|
"recentTerminal": 34,
|
|
"recentWilsonLowerBound": 0.08348855603569687,
|
|
"running": 16,
|
|
"selectionWeight": 0.12209493198119747,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 5.666666666666667,
|
|
"waiting": 13940
|
|
},
|
|
"hygon_k100-ai": {
|
|
"available": true,
|
|
"backlogHours": 1064.5301204819277,
|
|
"canVerify": true,
|
|
"error": null,
|
|
"gpu": "hygon_k100-ai",
|
|
"healthFactor": 1.0,
|
|
"maxConcurrentTasks": 6,
|
|
"qualityFactor": 1.3388837790822052,
|
|
"queueFactor": 1.0,
|
|
"queueWeight": 1.0,
|
|
"recentSuccess": 27,
|
|
"recentSuccessRate": 0.3253012048192771,
|
|
"recentTerminal": 83,
|
|
"recentWilsonLowerBound": 0.23419186209445625,
|
|
"running": 6,
|
|
"selectionWeight": 1.3388837790822052,
|
|
"stale": false,
|
|
"submissionEligible": true,
|
|
"throughputPerHour": 13.833333333333334,
|
|
"waiting": 14726
|
|
}
|
|
},
|
|
"queueAttemptedAt": "2026-09-19T21:43:54.479966+00:00",
|
|
"queueError": null,
|
|
"queueUpdatedAt": "2026-09-19T21:43:54.479966+00:00",
|
|
"supportedGpus": [
|
|
"Vastai_va16",
|
|
"Kunlunxin_p-800",
|
|
"Iluvatar_mrv-100",
|
|
"Cambricon_mlu-370-x4",
|
|
"Iluvatar_bi-150",
|
|
"Ascend_910-b4",
|
|
"hygon_k100-ai",
|
|
"Ascend_910-b3",
|
|
"MetaX_c-500",
|
|
"Sunrise_pt-200-x1",
|
|
"Biren_166m",
|
|
"Iluvatar_bi-100",
|
|
"Cambricon_mlu-370-x8",
|
|
"Mthreads_s4000"
|
|
],
|
|
"taskTypes": [
|
|
"text-generation"
|
|
],
|
|
"throughputWindowHours": 6,
|
|
"version": 3
|
|
}
|